TABLE 1.

The related parameters of INSE-ResNet model.

Output size	Name	Related parameters (kernel size, output size, stride)
112 × 112	Res1	Convolution, 7 × 7, 64, stride 2
56 × 56	Pool1	3 × 3 max-pooling, stride 2
	Res2_x	$\left[\begin{array}{cc}\text{Conv}3\times 3& \text{64}\\ \text{Conv}3\times 3& \text{64}\end{array}\right]\times 3$
	SEblock_1	FC, [16, 256]
28 × 28	Res3_x	$\left[\begin{array}{cc}\text{Conv}3\times 3& \text{128}\\ \text{Conv}3\times 3& \text{128}\end{array}\right]\times \text{4}$
	SEblock_2	FC, [32,512]
14 × 14	Res4_x	$\left[\begin{array}{cc}\text{Conv}3\times 3& \text{256}\\ \text{Conv}3\times 3& \text{256}\end{array}\right]\times \text{5}$
	SEblock_3	FC, [64, 1024]
	Inception-ResNet-v2	As in Figure 8A
7 × 7	Pool2	3 × 3 max-pooling, stride 2
	Inception_5a	As in Figure 8B
	Inception_5b	As in Figure 8B
1 × 1	Pool3	7 × 7 average-pooling, stride 1
	Softmax	5